| Number of Variables | 8 |
|---|---|
| Number of Rows | 3990 |
| Missing Cells | 828 |
| Missing Cells (%) | 2.6% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 16.3 MB |
| Average Row Size in Memory | 4.2 KB |
| Variable Types |
|
| company_salary has 752 (18.85%) missing values | Missing |
|---|---|
| companyName has a high cardinality: 2806 distinct values | High Cardinality |
| company_offeredRole has a high cardinality: 2256 distinct values | High Cardinality |
| company_salary has a high cardinality: 1738 distinct values | High Cardinality |
| listing_jobDesc has a high cardinality: 3862 distinct values | High Cardinality |
| requested_url has a high cardinality: 3990 distinct values | High Cardinality |
| requested_url has all distinct values | Unique |
categorical
| Approximate Distinct Count | 2806 |
|---|---|
| Approximate Unique (%) | 71.0% |
| Missing | 38 |
| Missing (%) | 1.0% |
| Memory Size | 333206 |
| Mean | 19.3031 |
|---|---|
| Standard Deviation | 10.2893 |
| Median | 18 |
| Minimum | 3 |
| Maximum | 65 |
| 1st row | Clyde&Co |
|---|---|
| 2nd row | LATHAM & WATKINS L... |
| 3rd row | Science Centre Boa... |
| 4th row | Science Centre Boa... |
| 5th row | Science Centre Sin... |
| Count | 67661 |
|---|---|
| Lowercase Letter | 47633 |
| Space Separator | 6805 |
| Uppercase Letter | 20028 |
| Dash Punctuation | 65 |
| Decimal Number | 110 |
numerical
| Approximate Distinct Count | 37 |
|---|---|
| Approximate Unique (%) | 0.9% |
| Missing | 38 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 63232 |
| Mean | 3.7968 |
| Minimum | 1 |
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 2.8 |
| Q1 | 3.5 |
| Median | 3.8 |
| Q3 | 4.2 |
| 95-th Percentile | 4.7 |
| Maximum | 5 |
| Range | 4 |
| IQR | 0.7 |
| Mean | 3.7968 |
|---|---|
| Standard Deviation | 0.5608 |
| Variance | 0.3145 |
| Sum | 15004.8 |
| Skewness | -0.5804 |
| Kurtosis | 1.4134 |
| Coefficient of Variation | 0.1477 |
categorical
| Approximate Distinct Count | 2256 |
|---|---|
| Approximate Unique (%) | 56.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 373382 |
| Mean | 27.6767 |
|---|---|
| Standard Deviation | 14.6731 |
| Median | 23 |
| Minimum | 7 |
| Maximum | 131 |
| 1st row | CRM Insight Analys... |
|---|---|
| 2nd row | Conflicts Reportin... |
| 3rd row | Digital Experience... |
| 4th row | Digital Experience... |
| 5th row | Digital Experience... |
| Count | 94960 |
|---|---|
| Lowercase Letter | 77520 |
| Space Separator | 11701 |
| Uppercase Letter | 17440 |
| Dash Punctuation | 666 |
| Decimal Number | 562 |
categorical
| Approximate Distinct Count | 1738 |
|---|---|
| Approximate Unique (%) | 53.7% |
| Missing | 752 |
| Missing (%) | 18.9% |
| Memory Size | 268741 |
| Mean | 17.996 |
|---|---|
| Standard Deviation | 6.9749 |
| Median | 14 |
| Minimum | 4 |
| Maximum | 35 |
| 1st row | 5000 - 8000 |
|---|---|
| 2nd row | 4000 |
| 3rd row | 48000 - 72000 |
| 4th row | 35000 - 78000 |
| 5th row | 4000 - 5000 |
| Count | 14060 |
|---|---|
| Lowercase Letter | 12522 |
| Space Separator | 6130 |
| Uppercase Letter | 1538 |
| Dash Punctuation | 3065 |
| Decimal Number | 32361 |
categorical
| Approximate Distinct Count | 3862 |
|---|---|
| Approximate Unique (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 14040780 |
| Mean | 2207.8774 |
|---|---|
| Standard Deviation | 1361.455 |
| Median | 2009 |
| Minimum | 12 |
| Maximum | 19739 |
| 1st row | Work with speciali... |
|---|---|
| 2nd row | Explaining to atto... |
| 3rd row | Bachelor's or equi... |
| 4th row | What the role is u... |
| 5th row | Recommend AI and A... |
| Count | 7323519 |
|---|---|
| Lowercase Letter | 7033913 |
| Space Separator | 1196372 |
| Uppercase Letter | 289606 |
| Dash Punctuation | 17456 |
| Decimal Number | 23004 |
categorical
| Approximate Distinct Count | 3990 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 1615287 |
| Mean | 339.8338 |
|---|---|
| Standard Deviation | 251.9737 |
| Median | 257 |
| Minimum | 252 |
| Maximum | 1215 |
| 1st row | https://www.glassd... |
|---|---|
| 2nd row | https://www.glassd... |
| 3rd row | https://www.glassd... |
| 4th row | https://www.glassd... |
| 5th row | https://www.glassd... |
| Count | 764252 |
|---|---|
| Lowercase Letter | 578543 |
| Space Separator | 0 |
| Uppercase Letter | 185709 |
| Dash Punctuation | 26037 |
| Decimal Number | 424735 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 308936 |
| Mean | 12.4276 |
|---|---|
| Standard Deviation | 0.6833 |
| Median | 12 |
| Minimum | 12 |
| Maximum | 14 |
| 1st row | data_analyst |
|---|---|
| 2nd row | data_analyst |
| 3rd row | data_analyst |
| 4th row | data_analyst |
| 5th row | data_analyst |
| Count | 45596 |
|---|---|
| Lowercase Letter | 45596 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 308256 |
| Mean | 12.2571 |
|---|---|
| Standard Deviation | 1.5557 |
| Median | 13 |
| Minimum | 9 |
| Maximum | 13 |
| 1st row | Singapore |
|---|---|
| 2nd row | Singapore |
| 3rd row | Singapore |
| 4th row | Singapore |
| 5th row | Singapore |
| Count | 45657 |
|---|---|
| Lowercase Letter | 38418 |
| Space Separator | 3249 |
| Uppercase Letter | 7239 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |